fetal ultrasound dataset

Twenty eight healthy pregnant women were included after a screening ultrasound examination at 20 weeks had demonstrated a singleton pregnancy with no abnormal findings. (2020). "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. 101 (23), pp. The mean of two measurements was calculated among both visceral fat assessment, the first at ended maternal inspiration and the second at ended maternal expiration. Alice Schoffel ,  Upto now, the only open source dataset is by Kaggle in the Ultrasound Nerve Segmentation challenge. CPWC dataset from a CIRS Elasticity QA Spherical Phantom. 101 (23), pp. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Regarding foods considered to be harmful to nutritional health, such as multi-processed foods and those containing high sugar concentrations (i.e., soft drinks, candies, cookies, and others with high flour content) were highlighted in the anamnesis. https://doi.org/10.13026/p729-7p53. Marcelo Goldani. One of these measurements is the fetal head circumference (HC). Of the 272 patients initially included, 61 (22%) were lost to follow-up, resulting in a final sample of 211 participants. 2009;32(7):1308-1310. The ultrasound caliper was placed from the anterior liver surface to the linea alba, appraising the epigastric maternal visceral adipose tissue (preperitoneal m-VAT). abdominal. Supported by the National Institute of Biomedical Imaging and Bioengineering (NIBIB) under NIH grant number R01EB030362. This dataset is a superset of the project entitled "Visceral adipose tissue measurements during pregnancy" [17], which formed the basis for a study on maternal visceral adipose tissue during pregnancy [18]. There are two possible sites to access maternal abdominal fat amounts during pregnancy: the periumbilical site [2,10–12]   and the epigastric site [3,8]. The electronic caliper was then passed from the superficial dermal edge to the linea alba in order to assess the epigastric maternal subcutaneous adipose tissue (preperitoneal m-SAT). This project aimed to address the maternal abdominal fat ultrasound measurement during the three trimesters of pregnancy in a cohort design study. Armellini F, Zamboni M, Rigo L, Todesco T, Bosello O, Bergamo‐Andreis IA, Procacci C. The contribution of sonography to the measurement of intra‐abdominal fat. Diabetes Care. Correlations were found between the adipose tissue thickness and insulin resistance when the following outcomes were considered: gestational diabetes mellitus [1–3], fasting blood glucose abnormalities [4], glucose challenge test and oral glucose tolerance test abnormalities[5,6], and altered Homeostasis Model Assessment to Insulin Resistance (HOMA -IR) [5]. Medical records were also used to obtain previous ultrasound results, past pregnancy records, ethnicity information, and history of tobacco and drug use. Early US datasets are mainly independent-image-based, like UDIAT-B [54], BUI [41], thyroid US dataset [39], BUSI [1] and fetal US dataset [49]. A., & Goldani, M. (2020). From the 272 patients initially included, 61 (22%) were lost to follow-up, resulting in a final sample of 211. A tissue equivalent full fetal model is suspended in a non- echoic, amniotic fluid-like environment. A full explanation of each variable as well as the values ​​assigned when in categorical form are provided in the data dictionary. Rocha, Alexandre da Silva, et al. The goal of this website is to create the largest and most meaningful dataset of ultrasound images. Prenatal ultrasound for detection of fetal anomalies has become a routine part of the pregnancy management in most advanced countries. Alves JG, Souza ASR, Figueiroa JN, de Araújo CAL, Guimarães A, Ray JG. Cases included before 20 weeks had an additional periumbilical fat assessment performed; this included: the periumbilical maternal visceral adipose tissue (periumbilical m-VAT) and  the periumbilical maternal subcutaneous adipose tissue (periumbilical m-SAT). Of the 272 patients initially included, 61 (22%) were lost to follow-up, resulting in a final sample of 211 cases. The authors considered results above 30kg/m2 as pre-pregnant obesity. Hadlock FP, Deter RL, Harrist RB, Park SK. First-Trimester Maternal Abdominal Adiposity Predicts Dysglycemia and Gestational Diabetes Mellitus in Midpregnancy. Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes was derived from: This is a restricted-access resource. The dataset has 116 variables that include demographic, ultrasound, nutritional and laboratory characteristics measured at baseline. ,  When maternal fat is measured during early pregnancy, there is the possibility for predictive assessments of third trimester abnormalities, allowing prompt interventions to improve the perinatal outcome. Obstetric ultrasonography, or prenatal ultrasound, is the use of medical ultrasonography in pregnancy, in which sound waves are used to create real-time visual images of the developing embryo or fetus in the uterus (womb). Thaware PK, Patterson CC, Young IS, Casey C, McCance DR. Clinical utility of ultrasonography-measured visceral adipose tissue depth as a tool in early pregnancy screening for gestational diabetes: a proof-of-concept study. Radiology. Available from: Goldberger, A., et al. Philips aBiometry Assist A.I. The study was approved by the Research Ethics Committee of the municipality of Porto Alegre (approval number 2.132.090). Goldberger, A., L. Amaral, L. Glass, J. Hausdorff, P. C. Ivanov, R. Mark, J. E. Mietus, G. B. Moody, C. K. Peng, and H. E. Stanley. In respect to skinfold appraisal, the tricciptal, subscapular and supra iliac skinfold was utilized. Fetal Diagn Ther. By evaluating large groups of fetuses found to be normal at birth, it has been possible to create standard tables and curves of fetal growth. pregnancy Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. 101 (23), pp. (2000). Circulation [Online]. Doppler ultrasound measures waves as they bounce off moving objects. Screening for fetal aneuploidies at 11 to 13 weeks. I am looking for any open source data but they must be ultrasound images. Likewise, it presents data related to the birth process and newborn conditions during the postpartum period. Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). ,  Ultrasound has become the essential tool of modern obstetric practice. (show more options) "Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes" (version 1.0.0). A., and Goldani, M. (2020) 'Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes' (version 1.0.0). There were losses to follow-up due to the study design that used hospital records to determine outcomes. Nutritional maternal adequacy measurements were centered on maternal perimeters and skinfolds. For cases between 11+0 to 13+6 weeks, the nuchal translucency and the nasal bone were assessed to estimate aneuploidy risk as described by Nicolaides et.al [14]. Juliana Rombaldi Bernardi 2016;39(1):61-64. As with all human-labeled data, you should expect to find noise, artifacts, and potential mistakes in the ground truth. Sci Rep. 2020;10(1):2032. Visceral Adipose Tissue Depth in Early Pregnancy and Gestational Diabetes Mellitus - a Cohort Study. In fact, the INTERGROWTH‐21 st Project is unique because it has produced, for the first time, fetal ultrasound, newborn size and preterm postnatal growth datasets that have all been collected from the same underlying populations using the same rigorously applied methodologies. Rocha AdS, Bernardi JR, Matos S, Kretzer DC, Schöffel AC, et al. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. The previously published dataset comprises information underpinning a cohort study entitled "Maternal visceral adipose tissue during the first half of pregnancy predicts gestational diabetes at the time of delivery" [18]. The equipment itself works by sending ultrasound pulses and reading its response, thus shedding light on fetal heart rate (FHR), fetal movements, uterine contractions and more. The dataset contains images where the BP is not present. During pregnancy, ultrasound imaging is used to measure fetal biometrics. Virtually every obstetrical ultrasound examination includes standardized measurements of fetal structures to assess fetal age and growth trends. Salete Matos click: Dataset of Web hits in chapter15 consumption_income: Dataset of income and consumption in chapter12 CTG: Dataset of fetal state douglas: Dataset of argiculture production in chapter12 EDA: Function of 'Exploratory Data Analysis' fair: Dataset of fairmodel study in chapter15 fiscal_revenue: Dataset of national revenue in chapter11 GQtest: Function of 'Goldfeld-Quandt test' for … J Obstet Gynaecol Canada. Bartha JL, Marín-Segura P, González-González NL, Wagner F, Aguilar-Diosdado M, Hervias-Vivancos B. Ultrasound evaluation of visceral fat and metabolic risk factors during early pregnancy. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Suzuki R, Watanabe S, Hirai Y, Akiyama K, Nishide T, Matsushima Y, Murayama H, Ohshima H, Shinomiya M, Shirai K, Saito Y, Yoshida S, Saisho H, Ohto M. Abdominal wall fat index, estimated by ultrasonography, for assessment of the ratio of visceral fat to subcutaneous fat in the abdomen. ,  e215–e220. 2019;36(7):898-901. 101 (23), pp. Given the limited sample size of most studies, the incidence of PRUV and the status of concomitant anomalies may not be fully reflected. Share sensitive information only on official, secure websites. In addition, correlations were found with preeclampsia[7], preterm birth [4,8] and newborn weight [9]. 2020;15(4):e0232155. Data This dataset contains 2126 records of features extracted from Cardiotocogram exams, which were then classified by three expert obstetritians into 3 classes : User approved measurements are … Gur EB, Ince O, Turan GA, Karadeniz M, Tatar S, Celik E, Yalcin M, Guclu S. Ultrasonographic visceral fat thickness in the first trimester can predict metabolic syndrome and gestational diabetes mellitus. There is robust data regarding the usefulness of ultrasound abdominal adipose tissue measurement during pregnancy. The inclusion criteria were women in any three trimesters of pregnancy. The model is … ,  License (for files): Bourdages M, Demers MÉ, Dubé S, Gasse C, Girard M, Boutin A, Ray JG, Bujold E, Demers S. First-Trimester Abdominal Adipose Tissue Thickness to Predict Gestational Diabetes. A list of Medical imaging datasets. Subsequently, the electronic caliper was passed from the superficial dermal edge to the linea alba to demonstrate the periumbilical maternal subcutaneous adipose tissue (periumbilical m-SAT). be a. Rocha, A. d. S., Rombaldi Bernardi, J., Schoffel, A., Kretzer, D., Matos, S., Magalhães, J. Financial support was provided by the Hospital de Clínicas de Porto Alegre Research and Event Incentive Fund (Fundo de Incentivo à Pesquisa e Eventos, FIPE). 1990;18(7):563-567. The Lange® caliper was used for skinfolds measurements. 3D ultrasound volumes obtained for PhD study of Lou Pistorius from 2006 – 2008 (files are saved in the data format .vol). The HC is measured in a specific cross section of … The dataset may be helpful for future studies that seek to assess the predictive capacity of maternal abdominal fat for abnormal pregnancy outcomes. This dataset was collected as part of a prospective study in which abdominal maternal fat tissues ultrasound measurements were compared with outcomes during hospitalization for labor and delivery. However, to our knowledge, no previous work … Volumetric imaging appeals to those interested in telemedicine applications. https://doi.org/10.13026/hfks-3d71, Topics: The biometric result was compared with fetal age established from the last menstrual period or previous obstetric ultrasound. Abdominal visceral adiposity in the first trimester predicts glucose intolerance in later pregnancy. 101 (23), pp. This prospective cohort study was performed at the Murialdo Teaching Health Center - Ultrasound Department, which provides fetal medicine services to the Public Health System in Porto Alegre City, Brazil. Prenat Diagn. Endocrine. With advances in technology and computer processing, what was once a mere curiosity has become crucial for the assessment of the placenta, membranes, fluid, and fetal anatomy, as is covered in the other portions of this text. 2014;47(2):478-484. Maternal visceral adipose tissue during the first half of pregnancy predicts gestational diabetes at the time of delivery - a cohort study. and Stanley, H.E., 2000. Secure .gov websites use HTTPS Diabetes Care. a test used during pregnancy that creates an image of the fetus in the mother's uterus Access Policy: no_answer indicates that the patient did not provide an answer when questioned by an interviewer. The  maternal blood pressure evaluation was performed with an automatic wrist sphygmomanometer compatible with diameters between 13.5cm to 21.5cm (Omron HEM-6131®). (show more options) Participants were excluded if they had scar tissue within locations used for maternal fat assessment, multiple pregnancies, aneuploidy or major fetal abnormality. CIRS Item 068 Fetal Ultrasound Biometrics Phantom is based on published biometric data for normal fetal growth rates for a gestational age of 21 weeks. A federal government website managed by the U.S. Department of Health & Human Services200 Independence Avenue, S.W. A. D’Ambrosi F, Crovetto F, Colosi E, Fabietti I, Carbone F, Tassis B, Motta S, Bulfoni A, Fedele L, Rossi G, Persico N. Maternal Subcutaneous and Visceral Adipose Ultrasound Thickness in Women with Gestational Diabetes Mellitus at 24-28 Weeks’ Gestation. Fetal echocardiography aids in detecting any possible congenital heart defects in the fetus. "Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes" (version 1.0.0). In addition to the inclusion interview, the outpatient prenatal records were reviewed to determine: blood pressure scores; maternal weight gain; HIV, hepatitis C, and syphilis screening; hemoglobin and hematocrit; fasting blood glucose and glucose challenge test and urinalysis for proteinuria results. Ultrasound Measurement of Fetal Size: Biometrics The development of ultrasound scanning of the obstetric patient includes the ability to make measurements of various fetal structures. 1993;95(3):309-314. J Clin Ultrasound. At baseline, a routine obstetric ultrasound was performed with a maternal epigastric fat measurement conducted in all included cases. 2018;43(2):143-147. An empty field in observations.csv indicates that a response was missing in the inclusion questionnaire (i.e. Circulation [Online]. Likewise, it presents data related to the birth process and newborn conditions during the postpartum period. PhysioNet. Visceral adipose tissue measurements during pregnancy v1.0.0, PhysioNet Credentialed Health Data License 1.5.0, MIT Laboratory for Computational Physiology, National Institute of Biomedical Imaging and Bioengineering (NIBIB). The dataset has 116 variables that include demographic, ultrasound, nutritional and laboratory characteristics measured at baseline. no information was provided by the patient). Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes (version 1.0.0). Experimental results on fetus ultrasound dataset in different trimesters of pregnancy show that the segmentation results and the extracted HC match well with the radiologist annotations. José Antônio Magalhães Regarding the former, an anthropometric scale was used to assess brachial, waist, hip, calf and neck circumference. Anthropometric data was measured in duplicate, where the mean value between measurement was used. Recreate 2D slices from any angle within the 3D volume. Official websites use .gov PhysioNet Credentialed Health Data License 1.5.0, DOI: Diabet Med. De Souza LR, Berger H, Retnakaran R, Maguire JL, Nathens AB, Connelly PW, Ray JG. Continuous variables are identified in the dictionary. In fetal ultrasound, deep learning-based detection of cardiac abnormalities is still challenging because CHD is relatively rare and noisy acoustic shadows affect ultrasound images, making it a daunting task to prepare complete training datasets [16]. 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